GaitVista: Reliability-Aware AI Measurement toward Accessible Longitudinal Gait Assessment
GaitVista, a reliability-aware measurement layer whose lightweight gate assigns joint- and frame-specific visual contributions using camera coverage, local visual quality, cross-modal disagreement, and root-motion continuity, is presented and is the only deployable fusion method to improve over both unimodal streams.
Nethmi Jayasinghe, Mihir Parashar, A. R. Trivedi
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